Trending AI GitHub Repos: Week of October 9, 2023
GitHub is a popular code hosting platform that allows developers to share and collaborate on a diverse range of projects for multiple programming languages and frameworks. If you’re interested in learning what is on the horizon for data science, GitHub is an important platform to become familiar with. So let’s take a look at the top five repos on GitHub for the week of October 9th.
Streaming LLM is a framework that enables the deployment of large language models for infinite-length inputs without sacrificing efficiency or performance. It addresses two major challenges in deploying LLMs: caching previous tokens’ key and value states (KV) consumes extensive memory, and popular LLMs cannot generalize to longer texts than the training sequence length.
DocsGPT is an open-source solution that streamlines the process of finding information in project documentation. It integrates with powerful GPT models to allow developers to easily ask questions about a project and receive accurate answers.
AutoGen is a framework that enables the development of LLM applications using multiple agents that can converse with each other to solve tasks. AutoGen agents are customizable, conversable, and seamlessly allow human participation. They can operate in various modes that employ combinations of LLMs, human inputs, and tools.
Bruno is a new and innovative API client that aims to revolutionize the status quo represented by Postman and similar tools. Bruno stores your collections directly in a folder on your filesystem and uses a plain text markup language to save information about API requests. You can use git or any version control of your choice to collaborate over your API collections. Bruno is offline only, with no plans to add cloud sync.
ChatDev stands as a virtual software company that operates through various intelligent agents holding different roles. These agents form a multi-agent organizational structure and are united by a mission to “revolutionize the digital world through programming.” The agents within ChatDev collaborate by participating in specialized functional seminars, including tasks such as designing, coding, testing, and documenting. The primary objective of ChatDev is to offer an easy-to-use, highly customizable, and extendable framework that is based on large language models and serves as an ideal scenario for studying collective intelligence.
Conclusion
These are just a few of the many interesting and innovative projects that are being developed on GitHub. If you’re interested in learning more about open-source software, you’ll want to meet up with those who are leading the projects, and the best place to do so is at ODSC West 2023. Mingle with the leaders of data science and get hands-on experience with tools laying the foundations of our digital future.
Originally posted on OpenDataScience.com
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